Autonomous agents, tool use, and agentic systems
Todd McKinnon on why AI agents need an identity, security in an OpenClaw era, and being “paranoid” in preparing for the SaaSpocalypse.
![[2506.20964] Evidence-based diagnostic reasoning with multi-agent copilot for human pathology](https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
Abstract page for arXiv paper 2506.20964: Evidence-based diagnostic reasoning with multi-agent copilot for human pathology
Abstract page for arXiv paper 2601.08323: AtomMem : Learnable Dynamic Agentic Memory with Atomic Memory Operation
Abstract page for arXiv paper 2603.00873: MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Ch...
Abstract page for arXiv paper 2603.00730: MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning
Abstract page for arXiv paper 2603.00623: TraceSIR: A Multi-Agent Framework for Structured Analysis and Reporting of Agentic Execution Tr...
Abstract page for arXiv paper 2603.00540: LOGIGEN: Logic-Driven Generation of Verifiable Agentic Tasks
Abstract page for arXiv paper 2603.00532: DenoiseFlow: Uncertainty-Aware Denoising for Reliable LLM Agentic Workflows
Abstract page for arXiv paper 2603.00472: From Goals to Aspects, Revisited: An NFR Pattern Language for Agentic AI Systems
Abstract page for arXiv paper 2603.00267: Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking
Abstract page for arXiv paper 2603.00309: DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision Paths
Abstract page for arXiv paper 2603.00285: TraderBench: How Robust Are AI Agents in Adversarial Capital Markets?
The article discusses how AI is replacing certain jobs, particularly in customer service and programming, while also creating new roles t...
Deutsche Telekom, the German cell provider—which holds a majority stake in T-Mobile—is partnering with ElevenLabs to enable an AI assista...
I've built a programming language whose intended users are language models, not people. The compiler works end-to-end and it's MIT-licens...
So, you wanna build an app. You have a design/architecture document that you want your agents to follow. That's great, that should be ALL...
Abstract page for arXiv paper 2602.01776: Position: Beyond Model-Centric Prediction -- Agentic Time Series Forecasting
Abstract page for arXiv paper 2511.21934: Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Fe...
Abstract page for arXiv paper 2511.18172: MEDIC: a network for monitoring data quality in collider experiments
Abstract page for arXiv paper 2511.17649: SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scen...
Abstract page for arXiv paper 2511.05271: DeepEyesV2: Toward Agentic Multimodal Model
Abstract page for arXiv paper 2508.12412: LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi...
Abstract page for arXiv paper 2508.06269: OM2P: Offline Multi-Agent Mean-Flow Policy
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